

Create Tsi
Overview :
Create-tsi is a generative AI RAG (Retrieval-Augmented Generation) toolkit for low-code AI application generation. It leverages the large language models (LLMs) hosted by LlamaIndex and T-Systems on the Open Telekom Cloud to simplify the AI application creation process, making it quick and flexible. Users can use create-tsi to generate chatbots, write agents, and customize for specific use cases.
Target Users :
["Developers: Can quickly create and customize AI applications","Business Entities: Can leverage existing data to generate business solutions","Researchers: Can explore and experiment with the development of low-code AI applications"]
Use Cases
Create a chatbot that can answer questions about a specific dataset
Provide customized AI solutions for businesses, such as customer service automation
In the educational field, develop AI assistants that can assist with teaching and answer student questions
Features
Generate Next.js frontend applications for chat interface
Provide a Python FastAPI backend supported by the llama-index Python package
The backend contains a single endpoint for sending chat status and receiving responses
Supports user data indexing and can answer questions about the data
Allow users to upload and index supported file types such as PDFs, Word documents, etc.
Interactive mode to quickly start the application
Supports multiple data source selections, including PDFs, local files, and web content
How to Use
1. Run create-tsi via npm, yarn or pnpm command line tools
2. Enter project name and other configuration options as prompted
3. Provide the T-Systems API key or use the environment variable TSI_API_KEY
4. Choose the required model and embed model
5. Select data source, choose simple chat if no data
6. After the application is generated, read the generated README.md file to start the application
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